Overview

Dataset Statistics

Number of Variables	66
Number of Rows	312
Missing Cells	243
Missing Cells (%)	1.2%
Duplicate Rows	0
Duplicate Rows (%)	0.0%
Total Size in Memory	175.6 KB
Average Row Size in Memory	576.4 B
Variable Types	DateTime: 2 Numerical: 57 Categorical: 7

Dataset Insights

DL01_POWER_BACKFEED_KEPCO_MID and DL02_POWER_BACKFEED_KEPCO_MID have similar distributions	Similar Distribution
DL01_POWER_BACKFEED_KEPCO_MID and DL02_POWER_BACKFEED_KEPCO_LITE have similar distributions	Similar Distribution
DL01_POWER_BACKFEED_KEPCO_MAX and DL02_POWER_BACKFEED_KEPCO_MAX have similar distributions	Similar Distribution
DL01_POWER_RECEIVED_KPX and DL01_POWER_RECEIVED_KEPCO have similar distributions	Similar Distribution
DL01_POWER_BACKFEED_KPX and DL01_BACKFEED_KEPCO have similar distributions	Similar Distribution
DL01_POWER_BACKFEED_KPX and DL02_BACKFEED_KEPCO have similar distributions	Similar Distribution
DL01_BACKFEED_KEPCO and DL02_BACKFEED_KEPCO have similar distributions	Similar Distribution
RECEIVED_POWER_PEAK_MID and RECEIVED_POWER_PEAK_MAX have similar distributions	Similar Distribution
RECEIVED_POWER_PEAK_MID and RECEIVED_POWER_PEAK_LITE have similar distributions	Similar Distribution
RECEIVED_POWER_PEAK_MAX and RECEIVED_POWER_PEAK_LITE have similar distributions	Similar Distribution

DL01_POWER_RECEIVED_KEPCO_MID has 4 (1.28%) missing values	Missing
DL01_POWER_RECEIVED_KEPCO_MAX has 4 (1.28%) missing values	Missing
DL01_POWER_RECEIVED_KEPCO_LITE has 4 (1.28%) missing values	Missing
DL02_POWER_RECEIVED_KEPCO_MID has 4 (1.28%) missing values	Missing
DL02_POWER_RECEIVED_KEPCO_MAX has 4 (1.28%) missing values	Missing
DL02_POWER_RECEIVED_KEPCO_LITE has 4 (1.28%) missing values	Missing
DL01_POWER_BACKFEED_KEPCO_MID has 4 (1.28%) missing values	Missing
DL01_POWER_BACKFEED_KEPCO_MAX has 4 (1.28%) missing values	Missing
DL01_POWER_BACKFEED_KEPCO_LITE has 4 (1.28%) missing values	Missing
DL02_POWER_BACKFEED_KEPCO_MID has 4 (1.28%) missing values	Missing

DL02_POWER_BACKFEED_KEPCO_MAX has 4 (1.28%) missing values	Missing
DL02_POWER_BACKFEED_KEPCO_LITE has 4 (1.28%) missing values	Missing
DL01_POWER_RECEIVED_KPX has 4 (1.28%) missing values	Missing
DL01_POWER_BACKFEED_KPX has 4 (1.28%) missing values	Missing
DL02_POWER_RECEIVED_KPX has 4 (1.28%) missing values	Missing
DL02_POWER_BACKFEED_KPX has 4 (1.28%) missing values	Missing
DL01_POWER_RECEIVED_KEPCO has 4 (1.28%) missing values	Missing
DL02_POWER_RECEIVED_KEPCO has 4 (1.28%) missing values	Missing
POWER_RECEIVED_KEPCO has 4 (1.28%) missing values	Missing
DL01_BACKFEED_KEPCO has 4 (1.28%) missing values	Missing

DL02_BACKFEED_KEPCO has 4 (1.28%) missing values	Missing
POWER_BACKFEED_KEPCO has 4 (1.28%) missing values	Missing
AUX_POWER_CONSUMPTION has 4 (1.28%) missing values	Missing
RECEIVED_POWER_PEAK_MID has 4 (1.28%) missing values	Missing
RECEIVED_POWER_PEAK_MAX has 4 (1.28%) missing values	Missing
RECEIVED_POWER_PEAK_LITE has 4 (1.28%) missing values	Missing
REG_USER has 68 (21.79%) missing values	Missing
DL02_METER_RECEIVED_KEPCO_MID is skewed	Skewed
DL02_METER_RECEIVED_KEPCO_MAX is skewed	Skewed
DL01_METER_BACKFEED_KEPCO_MID is skewed	Skewed

DL01_METER_BACKFEED_KEPCO_MAX is skewed	Skewed
DL01_METER_BACKFEED_KEPCO_LITE is skewed	Skewed
DL02_METER_BACKFEED_KEPCO_MID is skewed	Skewed
DL02_METER_BACKFEED_KEPCO_MAX is skewed	Skewed
DL02_METER_BACKFEED_KEPCO_LITE is skewed	Skewed
DL01_METER_BACKFEED_KPX is skewed	Skewed
DL02_METER_BACKFEED_KPX is skewed	Skewed
AUX_TR01_MVA4_POWER_CONSUMPTION is skewed	Skewed
AUX_TR02_MVB4_POWER_CONSUMPTION is skewed	Skewed
HEATPUMP_POWER_CONSUMPTION is skewed	Skewed

METER_RECEIVED_POWER_PEAK_MID is skewed	Skewed
METER_RECEIVED_POWER_PEAK_MAX is skewed	Skewed
METER_RECEIVED_POWER_PEAK_LITE is skewed	Skewed
ENGINE01_OIL_LEVEL is skewed	Skewed
ENGINE02_OIL_LEVEL is skewed	Skewed
ENGINE03_OIL_LEVEL is skewed	Skewed
ENGINE01_HT_COOLANT_LEVEL is skewed	Skewed
ENGINE02_HT_COOLANT_LEVEL is skewed	Skewed
ENGINE03_HT_COOLANT_LEVEL is skewed	Skewed
ENGINE01_LT_COOLANT_LEVEL is skewed	Skewed

ENGINE02_LT_COOLANT_LEVEL is skewed	Skewed
ENGINE03_LT_COOLANT_LEVEL is skewed	Skewed
DL01_POWER_RECEIVED_KEPCO_MID is skewed	Skewed
DL01_POWER_RECEIVED_KEPCO_MAX is skewed	Skewed
DL01_POWER_RECEIVED_KEPCO_LITE is skewed	Skewed
DL02_POWER_RECEIVED_KEPCO_MID is skewed	Skewed
DL02_POWER_RECEIVED_KEPCO_MAX is skewed	Skewed
DL02_POWER_RECEIVED_KEPCO_LITE is skewed	Skewed
DL01_POWER_BACKFEED_KEPCO_MID is skewed	Skewed
DL01_POWER_BACKFEED_KEPCO_MAX is skewed	Skewed

DL01_POWER_BACKFEED_KEPCO_LITE is skewed	Skewed
DL02_POWER_BACKFEED_KEPCO_MID is skewed	Skewed
DL02_POWER_BACKFEED_KEPCO_MAX is skewed	Skewed
DL02_POWER_BACKFEED_KEPCO_LITE is skewed	Skewed
DL01_POWER_RECEIVED_KPX is skewed	Skewed
DL01_POWER_BACKFEED_KPX is skewed	Skewed
DL02_POWER_RECEIVED_KPX is skewed	Skewed
DL02_POWER_BACKFEED_KPX is skewed	Skewed
DL01_POWER_RECEIVED_KEPCO is skewed	Skewed
DL02_POWER_RECEIVED_KEPCO is skewed	Skewed

POWER_RECEIVED_KEPCO is skewed	Skewed
DL01_BACKFEED_KEPCO is skewed	Skewed
DL02_BACKFEED_KEPCO is skewed	Skewed
POWER_BACKFEED_KEPCO is skewed	Skewed
AUX_POWER_CONSUMPTION is skewed	Skewed
RECEIVED_POWER_PEAK_MID is skewed	Skewed
RECEIVED_POWER_PEAK_MAX is skewed	Skewed
RECEIVED_POWER_PEAK_LITE is skewed	Skewed
DL01_MOF_RECEIVED_KEPCO has constant value "6000.0"	Constant
DL02_MOF_RECEIVED_KEPCO has constant value "6000.0"	Constant

DL01_MOF_BACKFEED_KEPCO has constant value "12000.0"	Constant
DL02_MOF_BACKFEED_KEPCO has constant value "12000.0"	Constant
DL01_MOF_KPX has constant value "12000.0"	Constant
DL02_MOF_KPX has constant value "12000.0"	Constant
DL01_MOF_RECEIVED_KEPCO has constant length 6	Constant Length
DL02_MOF_RECEIVED_KEPCO has constant length 6	Constant Length
DL01_MOF_BACKFEED_KEPCO has constant length 7	Constant Length
DL02_MOF_BACKFEED_KEPCO has constant length 7	Constant Length
DL01_MOF_KPX has constant length 7	Constant Length
DL02_MOF_KPX has constant length 7	Constant Length

RECEIVED_POWER_PEAK_MID has 6 (1.92%) negatives	Negatives
RECEIVED_POWER_PEAK_MAX has 6 (1.92%) negatives	Negatives
RECEIVED_POWER_PEAK_LITE has 6 (1.92%) negatives	Negatives
HEATPUMP_POWER_CONSUMPTION has 184 (58.97%) zeros	Zeros
DL01_POWER_RECEIVED_KEPCO_MID has 70 (22.44%) zeros	Zeros
DL01_POWER_RECEIVED_KEPCO_MAX has 117 (37.5%) zeros	Zeros
DL02_POWER_RECEIVED_KEPCO_MID has 105 (33.65%) zeros	Zeros
DL02_POWER_RECEIVED_KEPCO_MAX has 143 (45.83%) zeros	Zeros
DL02_POWER_RECEIVED_KEPCO_LITE has 33 (10.58%) zeros	Zeros
DL01_POWER_BACKFEED_KEPCO_MID has 207 (66.35%) zeros	Zeros

DL01_POWER_BACKFEED_KEPCO_MAX has 213 (68.27%) zeros	Zeros
DL01_POWER_BACKFEED_KEPCO_LITE has 240 (76.92%) zeros	Zeros
DL02_POWER_BACKFEED_KEPCO_MID has 194 (62.18%) zeros	Zeros
DL02_POWER_BACKFEED_KEPCO_MAX has 199 (63.78%) zeros	Zeros
DL02_POWER_BACKFEED_KEPCO_LITE has 208 (66.67%) zeros	Zeros
DL01_POWER_BACKFEED_KPX has 200 (64.1%) zeros	Zeros
DL02_POWER_RECEIVED_KPX has 16 (5.13%) zeros	Zeros
DL02_POWER_BACKFEED_KPX has 96 (30.77%) zeros	Zeros
DL02_POWER_RECEIVED_KEPCO has 31 (9.94%) zeros	Zeros
DL01_BACKFEED_KEPCO has 201 (64.42%) zeros	Zeros

DL02_BACKFEED_KEPCO has 187 (59.94%) zeros	Zeros
POWER_BACKFEED_KEPCO has 135 (43.27%) zeros	Zeros
RECEIVED_POWER_PEAK_MID has 259 (83.01%) zeros	Zeros
RECEIVED_POWER_PEAK_MAX has 263 (84.29%) zeros	Zeros
RECEIVED_POWER_PEAK_LITE has 267 (85.58%) zeros	Zeros

Variables

Sort by Reverse order

DT

datetime

Distinct Count	312.745
Approximate Unique (%)	100.2%
Missing	0
Missing (%)	0.0%
Memory Size	2.6 KB
Minimum	2020-01-01 00:00:00
Maximum	2021-01-05 00:00:00

Stats

DL01_METER_RECEIVED_KEPCO_MID

numerical

Approximate Distinct Count	240
Approximate Unique (%)	76.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	4216.6315
Minimum	3481.03
Maximum	5004.53
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL01_METER_RECEIVED_KEPCO_MID is skewed right (γ1 = 0.2181)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	3481.03
5-th Percentile	3539.687
Q1	3760.2225
Median	4045.285
Q3	4758.27
95-th Percentile	4965.89
Maximum	5004.53
Range	1523.5
IQR	998.0475

Descriptive Statistics

Mean	4216.6315
Standard Deviation	521.1705
Variance	271618.6987
Sum	1.3156e+06
Skewness	0.2181
Kurtosis	-1.5577
Coefficient of Variation	0.1236

DL01_METER_RECEIVED_KEPCO_MAX

numerical

Approximate Distinct Count	193
Approximate Unique (%)	61.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	2386.8415
Minimum	1972.8
Maximum	2826.69
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL01_METER_RECEIVED_KEPCO_MAX is skewed right (γ1 = 0.2184)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1972.8
5-th Percentile	2004.8585
Q1	2124.2975
Median	2282.85
Q3	2701.6675
95-th Percentile	2804.84
Maximum	2826.69
Range	853.89
IQR	577.37

Descriptive Statistics

Mean	2386.8415
Standard Deviation	298.1875
Variance	88915.812
Sum	744694.56
Skewness	0.2184
Kurtosis	-1.5914
Coefficient of Variation	0.1249

DL01_METER_RECEIVED_KEPCO_LITE

numerical

Approximate Distinct Count	305
Approximate Unique (%)	97.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	6485.6657
Minimum	5561.66
Maximum	7546.06
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL01_METER_RECEIVED_KEPCO_LITE is skewed right (γ1 = 0.252)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	5561.66
5-th Percentile	5640.111
Q1	5899.285
Median	6271.46
Q3	7159.8675
95-th Percentile	7464.3025
Maximum	7546.06
Range	1984.4
IQR	1260.5825

Descriptive Statistics

Mean	6485.6657
Standard Deviation	654.6279
Variance	428537.6391
Sum	2.0235e+06
Skewness	0.252
Kurtosis	-1.4983
Coefficient of Variation	0.1009

DL01_MOF_RECEIVED_KEPCO

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory Size	21.6 KB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	6
Standard Deviation	0
Median	6
Minimum	6
Maximum	6

Sample

1st row	6000.0
2nd row	6000.0
3rd row	6000.0
4th row	6000.0
5th row	6000.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	1560

DL01_MOF_RECEIVED_KEPCO has words of constant length

DL02_METER_RECEIVED_KEPCO_MID

numerical

Approximate Distinct Count	205
Approximate Unique (%)	65.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	2561.6772
Minimum	1897.96
Maximum	3406.92
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL02_METER_RECEIVED_KEPCO_MID is skewed right (γ1 = 0.2513)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1897.96
5-th Percentile	1902.8305
Q1	1990.71
Median	2374.93
Q3	3141.1475
95-th Percentile	3388.6355
Maximum	3406.92
Range	1508.96
IQR	1150.4375

Descriptive Statistics

Mean	2561.6772
Standard Deviation	565.7855
Variance	320113.1781
Sum	799243.28
Skewness	0.2513
Kurtosis	-1.6267
Coefficient of Variation	0.2209

DL02_METER_RECEIVED_KEPCO_MID is not normally distributed (p-value 8.352282775142843e-13)

DL02_METER_RECEIVED_KEPCO_MAX

numerical

Approximate Distinct Count	167
Approximate Unique (%)	53.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1641.7397
Minimum	1252.6
Maximum	2131.72
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL02_METER_RECEIVED_KEPCO_MAX is skewed right (γ1 = 0.2573)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1252.6
5-th Percentile	1255.9695
Q1	1311.1275
Median	1522.99
Q3	1977.5925
95-th Percentile	2128.96
Maximum	2131.72
Range	879.12
IQR	666.465

Descriptive Statistics

Mean	1641.7397
Standard Deviation	330.2456
Variance	109062.1718
Sum	512222.79
Skewness	0.2573
Kurtosis	-1.6292
Coefficient of Variation	0.2012

DL02_METER_RECEIVED_KEPCO_MAX is not normally distributed (p-value 2.7056030583434403e-12)

DL02_METER_RECEIVED_KEPCO_LITE

numerical

Approximate Distinct Count	279
Approximate Unique (%)	89.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	5074.7397
Minimum	3983.91
Maximum	6268.79
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL02_METER_RECEIVED_KEPCO_LITE is skewed right (γ1 = 0.1438)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	3983.91
5-th Percentile	3996.325
Q1	4329.075
Median	4881.23
Q3	5891.61
95-th Percentile	6234.0525
Maximum	6268.79
Range	2284.88
IQR	1562.535

Descriptive Statistics

Mean	5074.7397
Standard Deviation	797.6305
Variance	636214.4719
Sum	1.5833e+06
Skewness	0.1438
Kurtosis	-1.5421
Coefficient of Variation	0.1572

DL02_METER_RECEIVED_KEPCO_LITE is not normally distributed (p-value 6.393225690321427e-06)

DL02_MOF_RECEIVED_KEPCO

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory Size	21.6 KB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	6
Standard Deviation	0
Median	6
Minimum	6
Maximum	6

Sample

1st row	6000.0
2nd row	6000.0
3rd row	6000.0
4th row	6000.0
5th row	6000.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	1560

DL02_MOF_RECEIVED_KEPCO has words of constant length

DL01_METER_BACKFEED_KEPCO_MID

numerical

Approximate Distinct Count	102
Approximate Unique (%)	32.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1539.7542
Minimum	1437.06
Maximum	1636.5
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL01_METER_BACKFEED_KEPCO_MID is skewed left (γ1 = -0.3782)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1437.06
5-th Percentile	1450.576
Q1	1525.77
Median	1546.98
Q3	1551.1
95-th Percentile	1618.7295
Maximum	1636.5
Range	199.44
IQR	25.33

Descriptive Statistics

Mean	1539.7542
Standard Deviation	42.1247
Variance	1774.4869
Sum	480403.32
Skewness	-0.3782
Kurtosis	0.5971
Coefficient of Variation	0.02736

DL01_METER_BACKFEED_KEPCO_MID is not normally distributed (p-value 6.941954741938115e-18)

DL01_METER_BACKFEED_KEPCO_MID has 77 outliers

DL01_METER_BACKFEED_KEPCO_MAX

numerical

Approximate Distinct Count	96
Approximate Unique (%)	30.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	681.5151
Minimum	635.93
Maximum	727.95
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL01_METER_BACKFEED_KEPCO_MAX is skewed left (γ1 = -0.2814)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	635.93
5-th Percentile	643.25
Q1	673.83
Median	685.29
Q3	686.5
95-th Percentile	717.52
Maximum	727.95
Range	92.02
IQR	12.67

Descriptive Statistics

Mean	681.5151
Standard Deviation	18.6209
Variance	346.739
Sum	212632.71
Skewness	-0.2814
Kurtosis	0.7284
Coefficient of Variation	0.02732

DL01_METER_BACKFEED_KEPCO_MAX is not normally distributed (p-value 4.861431180117745e-16)

DL01_METER_BACKFEED_KEPCO_MAX has 65 outliers

DL01_METER_BACKFEED_KEPCO_LITE

numerical

Approximate Distinct Count	68
Approximate Unique (%)	21.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1165.0666
Minimum	1119.35
Maximum	1219.03
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL01_METER_BACKFEED_KEPCO_LITE is skewed right (γ1 = 0.2666)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1119.35
5-th Percentile	1127.134
Q1	1165.3
Median	1166.19
Q3	1166.19
95-th Percentile	1203.347
Maximum	1219.03
Range	99.68
IQR	0.89

Descriptive Statistics

Mean	1165.0666
Standard Deviation	17.6134
Variance	310.2308
Sum	363500.771
Skewness	0.2666
Kurtosis	2.3654
Coefficient of Variation	0.01512

DL01_METER_BACKFEED_KEPCO_LITE is not normally distributed (p-value 1.2861930555334574e-24)

DL01_METER_BACKFEED_KEPCO_LITE has 100 outliers

DL01_MOF_BACKFEED_KEPCO

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory Size	21.9 KB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	7
Standard Deviation	0
Median	7
Minimum	7
Maximum	7

Sample

1st row	12000.0
2nd row	12000.0
3rd row	12000.0
4th row	12000.0
5th row	12000.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	1872

DL01_MOF_BACKFEED_KEPCO has words of constant length

DL02_METER_BACKFEED_KEPCO_MID

numerical

Approximate Distinct Count	114
Approximate Unique (%)	36.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	2778.0798
Minimum	2644.26
Maximum	2871.18
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL02_METER_BACKFEED_KEPCO_MID is skewed left (γ1 = -1.1591)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	2644.26
5-th Percentile	2674.2755
Q1	2773.945
Median	2795.75
Q3	2800.29
95-th Percentile	2836.216
Maximum	2871.18
Range	226.92
IQR	26.345

Descriptive Statistics

Mean	2778.0798
Standard Deviation	46.9379
Variance	2203.1637
Sum	866760.91
Skewness	-1.1591
Kurtosis	0.7946
Coefficient of Variation	0.0169

DL02_METER_BACKFEED_KEPCO_MID is not normally distributed (p-value 1.850064787304325e-19)

DL02_METER_BACKFEED_KEPCO_MID has 73 outliers

DL02_METER_BACKFEED_KEPCO_MAX

numerical

Approximate Distinct Count	109
Approximate Unique (%)	34.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1151.1453
Minimum	1097.98
Maximum	1190.82
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL02_METER_BACKFEED_KEPCO_MAX is skewed left (γ1 = -1.0587)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1097.98
5-th Percentile	1110.637
Q1	1147.29
Median	1158.08
Q3	1160.2
95-th Percentile	1175.1275
Maximum	1190.82
Range	92.84
IQR	12.91

Descriptive Statistics

Mean	1151.1453
Standard Deviation	18.582
Variance	345.2919
Sum	359157.32
Skewness	-1.0587
Kurtosis	0.8043
Coefficient of Variation	0.01614

DL02_METER_BACKFEED_KEPCO_MAX is not normally distributed (p-value 1.1331784261409812e-17)

DL02_METER_BACKFEED_KEPCO_MAX has 58 outliers

DL02_METER_BACKFEED_KEPCO_LITE

numerical

Approximate Distinct Count	99
Approximate Unique (%)	31.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1566.6671
Minimum	1451.16
Maximum	1649.25
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL02_METER_BACKFEED_KEPCO_LITE is skewed left (γ1 = -1.5147)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1451.16
5-th Percentile	1500.4865
Q1	1570.9
Median	1573.97
Q3	1573.97
95-th Percentile	1605.377
Maximum	1649.25
Range	198.09
IQR	3.07

Descriptive Statistics

Mean	1566.6671
Standard Deviation	29.378
Variance	863.0694
Sum	488800.12
Skewness	-1.5147
Kurtosis	4.5634
Coefficient of Variation	0.01875

DL02_METER_BACKFEED_KEPCO_LITE is not normally distributed (p-value 6.669749726034365e-25)

DL02_METER_BACKFEED_KEPCO_LITE has 99 outliers

DL02_MOF_BACKFEED_KEPCO

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory Size	21.9 KB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	7
Standard Deviation	0
Median	7
Minimum	7
Maximum	7

Sample

1st row	12000.0
2nd row	12000.0
3rd row	12000.0
4th row	12000.0
5th row	12000.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	1872

DL02_MOF_BACKFEED_KEPCO has words of constant length

DL01_METER_RECEIVED_KPX

numerical

Approximate Distinct Count	303
Approximate Unique (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	875.9986
Minimum	11.49
Maximum	1978.65
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL01_METER_RECEIVED_KPX is skewed right (γ1 = 0.339)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	11.49
5-th Percentile	71.768
Q1	246.7675
Median	587.655
Q3	1599.355
95-th Percentile	1907.4535
Maximum	1978.65
Range	1967.16
IQR	1352.5875

Descriptive Statistics

Mean	875.9986
Standard Deviation	689.6342
Variance	475595.3862
Sum	273311.57
Skewness	0.339
Kurtosis	-1.573
Coefficient of Variation	0.7873

DL01_METER_BACKFEED_KPX

numerical

Approximate Distinct Count	109
Approximate Unique (%)	34.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	130.0977
Minimum	0
Maximum	287.77
Zeros	1
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

DL01_METER_BACKFEED_KPX is skewed right (γ1 = 0.9141)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	52.74
Q1	99.7
Median	105.77
Q3	163.8775
95-th Percentile	263.1755
Maximum	287.77
Range	287.77
IQR	64.1775

Descriptive Statistics

Mean	130.0977
Standard Deviation	65.3818
Variance	4274.7771
Sum	40590.47
Skewness	0.9141
Kurtosis	-0.01521
Coefficient of Variation	0.5026

DL01_METER_BACKFEED_KPX is not normally distributed (p-value 7.022877750033736e-18)

DL01_METER_BACKFEED_KPX has 27 outliers

DL01_MOF_KPX

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory Size	21.9 KB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	7
Standard Deviation	0
Median	7
Minimum	7
Maximum	7

Sample

1st row	12000.0
2nd row	12000.0
3rd row	12000.0
4th row	12000.0
5th row	12000.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	1872

DL01_MOF_KPX has words of constant length

DL02_METER_RECEIVED_KPX

numerical

Approximate Distinct Count	281
Approximate Unique (%)	90.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1136.6239
Minimum	62.92
Maximum	2403.5
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL02_METER_RECEIVED_KPX is skewed right (γ1 = 0.207)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	62.92
5-th Percentile	73.262
Q1	310.795
Median	886.74
Q3	2004.3
95-th Percentile	2375.564
Maximum	2403.5
Range	2340.58
IQR	1693.505

Descriptive Statistics

Mean	1136.6239
Standard Deviation	847.4806
Variance	718223.3866
Sum	354626.65
Skewness	0.207
Kurtosis	-1.5928
Coefficient of Variation	0.7456

DL02_METER_RECEIVED_KPX is not normally distributed (p-value 1.0754907547124195e-07)

DL02_METER_BACKFEED_KPX

numerical

Approximate Distinct Count	121
Approximate Unique (%)	38.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	493.125
Minimum	190.69
Maximum	708.46
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

DL02_METER_BACKFEED_KPX is skewed left (γ1 = -1.2354)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	190.69
5-th Percentile	282.6745
Q1	488.73
Median	525.03
Q3	531.69
95-th Percentile	613.926
Maximum	708.46
Range	517.77
IQR	42.96

Descriptive Statistics

Mean	493.125
Standard Deviation	93.483
Variance	8739.0679
Sum	153854.99
Skewness	-1.2354
Kurtosis	1.7885
Coefficient of Variation	0.1896

DL02_METER_BACKFEED_KPX is not normally distributed (p-value 4.778681076030476e-22)

DL02_METER_BACKFEED_KPX has 78 outliers

DL02_MOF_KPX

categorical

Approximate Distinct Count	1
Approximate Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory Size	21.9 KB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	7
Standard Deviation	0
Median	7
Minimum	7
Maximum	7

Sample

1st row	12000.0
2nd row	12000.0
3rd row	12000.0
4th row	12000.0
5th row	12000.0

Letter

Count	0
Lowercase Letter	0
Space Separator	0
Uppercase Letter	0
Dash Punctuation	0
Decimal Number	1872

DL02_MOF_KPX has words of constant length

AUX_TR01_MVA4_POWER_CONSUMPTION

numerical

Approximate Distinct Count	275
Approximate Unique (%)	88.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1.042e+07
Minimum	9.4462e+06
Maximum	1.1418e+07
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

AUX_TR01_MVA4_POWER_CONSUMPTION is skewed right (γ1 = 0.0501)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	9.4462e+06
5-th Percentile	9.554e+06
Q1	9.9673e+06
Median	1.0389e+07
Q3	1.0894e+07
95-th Percentile	1.1305e+07
Maximum	1.1418e+07
Range	1.9721e+06
IQR	927058.75

Descriptive Statistics

Mean	1.042e+07
Standard Deviation	552655.3557
Variance	3.0543e+11
Sum	3.251e+09
Skewness	0.05007
Kurtosis	-1.1104
Coefficient of Variation	0.05304

AUX_TR01_MVA4_POWER_CONSUMPTION is not normally distributed (p-value 3.5484890145747205e-22)

AUX_TR02_MVB4_POWER_CONSUMPTION

numerical

Approximate Distinct Count	41
Approximate Unique (%)	13.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1.2523e+07
Minimum	1.2352e+07
Maximum	1.2735e+07
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

AUX_TR02_MVB4_POWER_CONSUMPTION is skewed right (γ1 = 0.2427)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	1.2352e+07
5-th Percentile	1.2352e+07
Q1	1.2352e+07
Median	1.241e+07
Q3	1.2735e+07
95-th Percentile	1.2735e+07
Maximum	1.2735e+07
Range	383206
IQR	383204

Descriptive Statistics

Mean	1.2523e+07
Standard Deviation	182237.3356
Variance	3.321e+10
Sum	3.9072e+09
Skewness	0.2427
Kurtosis	-1.8613
Coefficient of Variation	0.01455

AUX_TR02_MVB4_POWER_CONSUMPTION is not normally distributed (p-value 7.470064839778113e-19)

HEATPUMP_POWER_CONSUMPTION

numerical

Approximate Distinct Count	127
Approximate Unique (%)	40.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1079.8814
Minimum	0
Maximum	5157
Zeros	184
Zeros (%)	59.0%
Negatives	0
Negatives (%)	0.0%

HEATPUMP_POWER_CONSUMPTION is skewed right (γ1 = 1.1934)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	2188.25
95-th Percentile	4646.85
Maximum	5157
Range	5157
IQR	2188.25

Descriptive Statistics

Mean	1079.8814
Standard Deviation	1605.2115
Variance	2.5767e+06
Sum	336923
Skewness	1.1934
Kurtosis	-0.03806
Coefficient of Variation	1.4865

HEATPUMP_POWER_CONSUMPTION is not normally distributed (p-value 4.913010907317849e-25)

METER_RECEIVED_POWER_PEAK_MID

numerical

Approximate Distinct Count	49
Approximate Unique (%)	15.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1.4926
Minimum	0
Maximum	2.434
Zeros	12
Zeros (%)	3.8%
Negatives	0
Negatives (%)	0.0%

METER_RECEIVED_POWER_PEAK_MID is skewed left (γ1 = -1.5302)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0.7456
Q1	1.33
Median	1.57
Q3	1.647
95-th Percentile	2.042
Maximum	2.434
Range	2.434
IQR	0.317

Descriptive Statistics

Mean	1.4926
Standard Deviation	0.4293
Variance	0.1843
Sum	465.694
Skewness	-1.5302
Kurtosis	3.519
Coefficient of Variation	0.2876

METER_RECEIVED_POWER_PEAK_MID is not normally distributed (p-value 6.453803184840189e-15)

METER_RECEIVED_POWER_PEAK_MID has 21 outliers

METER_RECEIVED_POWER_PEAK_MAX

numerical

Approximate Distinct Count	45
Approximate Unique (%)	14.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1.3662
Minimum	0
Maximum	2.336
Zeros	15
Zeros (%)	4.8%
Negatives	0
Negatives (%)	0.0%

METER_RECEIVED_POWER_PEAK_MAX is skewed left (γ1 = -0.9735)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0.73
Q1	1.146
Median	1.328
Q3	1.699
95-th Percentile	2.017
Maximum	2.336
Range	2.336
IQR	0.553

Descriptive Statistics

Mean	1.3662
Standard Deviation	0.4491
Variance	0.2017
Sum	426.241
Skewness	-0.9735
Kurtosis	1.9927
Coefficient of Variation	0.3287

METER_RECEIVED_POWER_PEAK_MAX is not normally distributed (p-value 3.0025568930094317e-08)

METER_RECEIVED_POWER_PEAK_MAX has 15 outliers

METER_RECEIVED_POWER_PEAK_LITE

numerical

Approximate Distinct Count	47
Approximate Unique (%)	15.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	1.4145
Minimum	0
Maximum	2.298
Zeros	2
Zeros (%)	0.6%
Negatives	0
Negatives (%)	0.0%

METER_RECEIVED_POWER_PEAK_LITE is skewed left (γ1 = -1.6901)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	1.0295
Q1	1.312
Median	1.466
Q3	1.5833
95-th Percentile	1.659
Maximum	2.298
Range	2.298
IQR	0.2712

Descriptive Statistics

Mean	1.4145
Standard Deviation	0.2407
Variance	0.05793
Sum	441.318
Skewness	-1.6901
Kurtosis	7.0801
Coefficient of Variation	0.1702

METER_RECEIVED_POWER_PEAK_LITE is not normally distributed (p-value 2.716361132244493e-07)

METER_RECEIVED_POWER_PEAK_LITE has 8 outliers

ENGINE01_OIL_LEVEL

numerical

Approximate Distinct Count	10
Approximate Unique (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	18.9779
Minimum	0
Maximum	21.5
Zeros	1
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

ENGINE01_OIL_LEVEL is skewed left (γ1 = -3.1619)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	15.2
Q1	18
Median	19.5
Q3	19.8
95-th Percentile	21.5
Maximum	21.5
Range	21.5
IQR	1.8

Descriptive Statistics

Mean	18.9779
Standard Deviation	2.1424
Variance	4.5898
Sum	5921.1
Skewness	-3.1619
Kurtosis	20.0913
Coefficient of Variation	0.1129

ENGINE01_OIL_LEVEL is not normally distributed (p-value 2.8236594369830338e-11)

ENGINE01_OIL_LEVEL has 16 outliers

ENGINE02_OIL_LEVEL

numerical

Approximate Distinct Count	38
Approximate Unique (%)	12.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	16.5997
Minimum	13.3
Maximum	21.2
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

ENGINE02_OIL_LEVEL is skewed right (γ1 = 0.4148)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	13.3
5-th Percentile	14.5
Q1	14.5
Median	16.5
Q3	18
95-th Percentile	20
Maximum	21.2
Range	7.9
IQR	3.5

Descriptive Statistics

Mean	16.5997
Standard Deviation	1.8742
Variance	3.5126
Sum	5179.1
Skewness	0.4148
Kurtosis	-0.8376
Coefficient of Variation	0.1129

ENGINE02_OIL_LEVEL is not normally distributed (p-value 5.296098694375616e-18)

ENGINE03_OIL_LEVEL

numerical

Approximate Distinct Count	43
Approximate Unique (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	16.4154
Minimum	11.5
Maximum	23.5
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

ENGINE03_OIL_LEVEL is skewed right (γ1 = 1.2552)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	11.5
5-th Percentile	13.5
Q1	14.3
Median	16
Q3	17.5
95-th Percentile	23.5
Maximum	23.5
Range	12
IQR	3.2

Descriptive Statistics

Mean	16.4154
Standard Deviation	2.7939
Variance	7.806
Sum	5121.6
Skewness	1.2552
Kurtosis	1.2578
Coefficient of Variation	0.1702

ENGINE03_OIL_LEVEL is not normally distributed (p-value 1.065083342953938e-18)

ENGINE03_OIL_LEVEL has 28 outliers

ENGINE01_HT_COOLANT_LEVEL

numerical

Approximate Distinct Count	20
Approximate Unique (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	66.7433
Minimum	0
Maximum	83
Zeros	1
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

ENGINE01_HT_COOLANT_LEVEL is skewed left (γ1 = -1.0801)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	36
Q1	58.7
Median	70
Q3	78.5
95-th Percentile	82
Maximum	83
Range	83
IQR	19.8

Descriptive Statistics

Mean	66.7433
Standard Deviation	13.5275
Variance	182.994
Sum	20823.9
Skewness	-1.0801
Kurtosis	1.3341
Coefficient of Variation	0.2027

ENGINE01_HT_COOLANT_LEVEL is not normally distributed (p-value 1.2504635226433992e-07)

ENGINE01_HT_COOLANT_LEVEL has 1 outliers

ENGINE02_HT_COOLANT_LEVEL

numerical

Approximate Distinct Count	48
Approximate Unique (%)	15.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	65.7263
Minimum	33
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

ENGINE02_HT_COOLANT_LEVEL is skewed left (γ1 = -0.0505)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	33
5-th Percentile	44.33
Q1	49
Median	67
Q3	79
95-th Percentile	87
Maximum	96
Range	63
IQR	30

Descriptive Statistics

Mean	65.7263
Standard Deviation	15.3757
Variance	236.4131
Sum	20506.6
Skewness	-0.05049
Kurtosis	-1.0372
Coefficient of Variation	0.2339

ENGINE02_HT_COOLANT_LEVEL is not normally distributed (p-value 2.4504990633403345e-13)

ENGINE03_HT_COOLANT_LEVEL

numerical

Approximate Distinct Count	29
Approximate Unique (%)	9.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	73.4513
Minimum	51
Maximum	90
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

ENGINE03_HT_COOLANT_LEVEL is skewed left (γ1 = -0.5275)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	51
5-th Percentile	51
Q1	67
Median	76
Q3	81
95-th Percentile	90
Maximum	90
Range	39
IQR	14

Descriptive Statistics

Mean	73.4513
Standard Deviation	10.8101
Variance	116.8572
Sum	22916.8
Skewness	-0.5275
Kurtosis	-0.3913
Coefficient of Variation	0.1472

ENGINE03_HT_COOLANT_LEVEL is not normally distributed (p-value 2.1289291896371432e-07)

ENGINE01_LT_COOLANT_LEVEL

numerical

Approximate Distinct Count	17
Approximate Unique (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	60.2625
Minimum	0
Maximum	81
Zeros	2
Zeros (%)	0.6%
Negatives	0
Negatives (%)	0.0%

ENGINE01_LT_COOLANT_LEVEL is skewed left (γ1 = -0.1417)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	45
Q1	45
Median	61
Q3	79
95-th Percentile	80
Maximum	81
Range	81
IQR	34

Descriptive Statistics

Mean	60.2625
Standard Deviation	15.648
Variance	244.8584
Sum	18801.9
Skewness	-0.1417
Kurtosis	-0.4396
Coefficient of Variation	0.2597

ENGINE01_LT_COOLANT_LEVEL is not normally distributed (p-value 4.724635623924333e-18)

ENGINE02_LT_COOLANT_LEVEL

numerical

Approximate Distinct Count	43
Approximate Unique (%)	13.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.9 KB
Mean	63.1958
Minimum	0
Maximum	86
Zeros	1
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

ENGINE02_LT_COOLANT_LEVEL is skewed left (γ1 = -0.5025)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	43
Q1	52
Median	62.8
Q3	75
95-th Percentile	80
Maximum	86
Range	86
IQR	23

Descriptive Statistics

Mean	63.1958
Standard Deviation	13.944
Variance	194.4354
Sum	19717.1
Skewness	-0.5025
Kurtosis	-0.09878
Coefficient of Variation	0.2206

ENGINE02_LT_COOLANT_LEVEL is not normally distributed (p-value 2.000316347664839e-10)

ENGINE02_LT_COOLANT_LEVEL has 1 outliers

ENGINE03_LT_COOLANT_LEVEL

numerical

Approximate Distinct Count	26
Approximate Unique (%)	8.4%
Missing	3
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	66.2718
Minimum	0
Maximum	85
Zeros	1
Zeros (%)	0.3%
Negatives	0
Negatives (%)	0.0%

ENGINE03_LT_COOLANT_LEVEL is skewed left (γ1 = -1.5148)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	35
Q1	63
Median	72
Q3	72
95-th Percentile	85
Maximum	85
Range	85
IQR	9

Descriptive Statistics

Mean	66.2718
Standard Deviation	14.2873
Variance	204.1272
Sum	20478
Skewness	-1.5148
Kurtosis	2.1316
Coefficient of Variation	0.2156

ENGINE03_LT_COOLANT_LEVEL is not normally distributed (p-value 1.3224987792273315e-22)

ENGINE03_LT_COOLANT_LEVEL has 49 outliers

DL01_POWER_RECEIVED_KEPCO_MID

numerical

Approximate Distinct Count	189
Approximate Unique (%)	61.4%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	116.902
Minimum	0
Maximum	28948.44
Zeros	70
Zeros (%)	22.4%
Negatives	0
Negatives (%)	0.0%

DL01_POWER_RECEIVED_KEPCO_MID is skewed right (γ1 = 17.4615)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0.96
Median	27.18
Q3	35.235
95-th Percentile	49.791
Maximum	28948.44
Range	28948.44
IQR	34.275

Descriptive Statistics

Mean	116.902
Standard Deviation	1648.2694
Variance	2.7168e+06
Sum	36005.82
Skewness	17.4615
Kurtosis	302.9373
Coefficient of Variation	14.0996

DL01_POWER_RECEIVED_KEPCO_MID is not normally distributed (p-value 4.228990459363084e-25)

DL01_POWER_RECEIVED_KEPCO_MID has 1 outliers

DL01_POWER_RECEIVED_KEPCO_MAX

numerical

Approximate Distinct Count	153
Approximate Unique (%)	49.7%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	66.0411
Minimum	0
Maximum	16419.6
Zeros	117
Zeros (%)	37.5%
Negatives	0
Negatives (%)	0.0%

DL01_POWER_RECEIVED_KEPCO_MAX is skewed right (γ1 = 17.4602)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	14.4
Q3	23.46
95-th Percentile	31.488
Maximum	16419.6
Range	16419.6
IQR	23.46

Descriptive Statistics

Mean	66.0411
Standard Deviation	934.9385
Variance	874110.0044
Sum	20340.66
Skewness	17.4602
Kurtosis	302.9081
Coefficient of Variation	14.1569

DL01_POWER_RECEIVED_KEPCO_MAX is not normally distributed (p-value 4.228990459363084e-25)

DL01_POWER_RECEIVED_KEPCO_MAX has 1 outliers

DL01_POWER_RECEIVED_KEPCO_LITE

numerical

Approximate Distinct Count	189
Approximate Unique (%)	61.4%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	170.8656
Minimum	0
Maximum	43421.76
Zeros	8
Zeros (%)	2.6%
Negatives	0
Negatives (%)	0.0%

DL01_POWER_RECEIVED_KEPCO_LITE is skewed right (γ1 = 17.463)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	4.239
Q1	22.065
Median	26.01
Q3	29.115
95-th Percentile	75.42
Maximum	43421.76
Range	43421.76
IQR	7.05

Descriptive Statistics

Mean	170.8656
Standard Deviation	2472.5389
Variance	6.1134e+06
Sum	52626.6
Skewness	17.463
Kurtosis	302.9721
Coefficient of Variation	14.4707

DL01_POWER_RECEIVED_KEPCO_LITE is not normally distributed (p-value 4.228990459363084e-25)

DL01_POWER_RECEIVED_KEPCO_LITE has 62 outliers

DL02_POWER_RECEIVED_KEPCO_MID

numerical

Approximate Distinct Count	170
Approximate Unique (%)	55.2%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	85.1696
Minimum	0
Maximum	19226.52
Zeros	105
Zeros (%)	33.7%
Negatives	0
Negatives (%)	0.0%

DL02_POWER_RECEIVED_KEPCO_MID is skewed right (γ1 = 17.4544)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	30.87
Q3	38.7
95-th Percentile	57.57
Maximum	19226.52
Range	19226.52
IQR	38.7

Descriptive Statistics

Mean	85.1696
Standard Deviation	1094.4379
Variance	1.1978e+06
Sum	26232.24
Skewness	17.4544
Kurtosis	302.7734
Coefficient of Variation	12.8501

DL02_POWER_RECEIVED_KEPCO_MID is not normally distributed (p-value 4.228990459363084e-25)

DL02_POWER_RECEIVED_KEPCO_MID has 1 outliers

DL02_POWER_RECEIVED_KEPCO_MAX

numerical

Approximate Distinct Count	132
Approximate Unique (%)	42.9%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	51.9055
Minimum	0
Maximum	12042.3
Zeros	143
Zeros (%)	45.8%
Negatives	0
Negatives (%)	0.0%

DL02_POWER_RECEIVED_KEPCO_MAX is skewed right (γ1 = 17.454)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	6.87
Q3	25.38
95-th Percentile	36.039
Maximum	12042.3
Range	12042.3
IQR	25.38

Descriptive Statistics

Mean	51.9055
Standard Deviation	685.5768
Variance	470015.4968
Sum	15986.88
Skewness	17.454
Kurtosis	302.762
Coefficient of Variation	13.2082

DL02_POWER_RECEIVED_KEPCO_MAX is not normally distributed (p-value 4.228990459363084e-25)

DL02_POWER_RECEIVED_KEPCO_MAX has 1 outliers

DL02_POWER_RECEIVED_KEPCO_LITE

numerical

Approximate Distinct Count	199
Approximate Unique (%)	64.6%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	151.4661
Minimum	0
Maximum	35802.72
Zeros	33
Zeros (%)	10.6%
Negatives	0
Negatives (%)	0.0%

DL02_POWER_RECEIVED_KEPCO_LITE is skewed right (γ1 = 17.4601)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	27
Median	31.02
Q3	36.12
95-th Percentile	92.598
Maximum	35802.72
Range	35802.72
IQR	9.12

Descriptive Statistics

Mean	151.4661
Standard Deviation	2038.1992
Variance	4.1543e+06
Sum	46651.56
Skewness	17.4601
Kurtosis	302.9051
Coefficient of Variation	13.4565

DL02_POWER_RECEIVED_KEPCO_LITE is not normally distributed (p-value 4.228990459363084e-25)

DL02_POWER_RECEIVED_KEPCO_LITE has 95 outliers

DL01_POWER_BACKFEED_KEPCO_MID

numerical

Approximate Distinct Count	92
Approximate Unique (%)	29.9%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	68.1884
Minimum	0
Maximum	18625.08
Zeros	207
Zeros (%)	66.3%
Negatives	0
Negatives (%)	0.0%

DL01_POWER_BACKFEED_KEPCO_MID is skewed right (γ1 = 17.4599)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	11.64
95-th Percentile	39.636
Maximum	18625.08
Range	18625.08
IQR	11.64

Descriptive Statistics

Mean	68.1884
Standard Deviation	1060.9103
Variance	1.1255e+06
Sum	21002.04
Skewness	17.4599
Kurtosis	302.9005
Coefficient of Variation	15.5585

DL01_POWER_BACKFEED_KEPCO_MID is not normally distributed (p-value 4.228990459363084e-25)

DL01_POWER_BACKFEED_KEPCO_MID has 35 outliers

DL01_POWER_BACKFEED_KEPCO_MAX

numerical

Approximate Distinct Count	71
Approximate Unique (%)	23.1%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	30.3362
Minimum	0
Maximum	8243.52
Zeros	213
Zeros (%)	68.3%
Negatives	0
Negatives (%)	0.0%

DL01_POWER_BACKFEED_KEPCO_MAX is skewed right (γ1 = 17.4599)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	6.3
95-th Percentile	17.04
Maximum	8243.52
Range	8243.52
IQR	6.3

Descriptive Statistics

Mean	30.3362
Standard Deviation	469.5534
Variance	220480.385
Sum	9343.56
Skewness	17.4599
Kurtosis	302.9005
Coefficient of Variation	15.4783

DL01_POWER_BACKFEED_KEPCO_MAX is not normally distributed (p-value 4.228990459363084e-25)

DL01_POWER_BACKFEED_KEPCO_MAX has 21 outliers

DL01_POWER_BACKFEED_KEPCO_LITE

numerical

Approximate Distinct Count	55
Approximate Unique (%)	17.9%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	49.3224
Minimum	0
Maximum	13995.12
Zeros	240
Zeros (%)	76.9%
Negatives	0
Negatives (%)	0.0%

DL01_POWER_BACKFEED_KEPCO_LITE is skewed right (γ1 = 17.4587)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	30.1176
Maximum	13995.12
Range	13995.12
IQR	0

Descriptive Statistics

Mean	49.3224
Standard Deviation	797.3096
Variance	635702.5824
Sum	15191.29
Skewness	17.4587
Kurtosis	302.8718
Coefficient of Variation	16.1653

DL01_POWER_BACKFEED_KEPCO_LITE is not normally distributed (p-value 4.228990459363084e-25)

DL01_POWER_BACKFEED_KEPCO_LITE has 68 outliers

DL02_POWER_BACKFEED_KEPCO_MID

numerical

Approximate Distinct Count	91
Approximate Unique (%)	29.5%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	117.8906
Minimum	0
Maximum	33606.36
Zeros	194
Zeros (%)	62.2%
Negatives	0
Negatives (%)	0.0%

DL02_POWER_BACKFEED_KEPCO_MID is skewed right (γ1 = 17.4631)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	19.98
95-th Percentile	34.026
Maximum	33606.36
Range	33606.36
IQR	19.98

Descriptive Statistics

Mean	117.8906
Standard Deviation	1914.443
Variance	3.6651e+06
Sum	36310.32
Skewness	17.4631
Kurtosis	302.9746
Coefficient of Variation	16.2391

DL02_POWER_BACKFEED_KEPCO_MID is not normally distributed (p-value 4.228990459363084e-25)

DL02_POWER_BACKFEED_KEPCO_MID has 2 outliers

DL02_POWER_BACKFEED_KEPCO_MAX

numerical

Approximate Distinct Count	69
Approximate Unique (%)	22.4%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	48.8306
Minimum	0
Maximum	13922.4
Zeros	199
Zeros (%)	63.8%
Negatives	0
Negatives (%)	0.0%

DL02_POWER_BACKFEED_KEPCO_MAX is skewed right (γ1 = 17.4632)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	8.58
95-th Percentile	13.878
Maximum	13922.4
Range	13922.4
IQR	8.58

Descriptive Statistics

Mean	48.8306
Standard Deviation	793.1125
Variance	629027.374
Sum	15039.84
Skewness	17.4632
Kurtosis	302.9763
Coefficient of Variation	16.2421

DL02_POWER_BACKFEED_KEPCO_MAX is not normally distributed (p-value 4.228990459363084e-25)

DL02_POWER_BACKFEED_KEPCO_MAX has 1 outliers

DL02_POWER_BACKFEED_KEPCO_LITE

numerical

Approximate Distinct Count	80
Approximate Unique (%)	26.0%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	69.0545
Minimum	0
Maximum	18887.64
Zeros	208
Zeros (%)	66.7%
Negatives	0
Negatives (%)	0.0%

DL02_POWER_BACKFEED_KEPCO_LITE is skewed right (γ1 = 17.4586)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	4.11
95-th Percentile	47.31
Maximum	18887.64
Range	18887.64
IQR	4.11

Descriptive Statistics

Mean	69.0545
Standard Deviation	1075.8982
Variance	1.1576e+06
Sum	21268.8
Skewness	17.4586
Kurtosis	302.8702
Coefficient of Variation	15.5804

DL02_POWER_BACKFEED_KEPCO_LITE is not normally distributed (p-value 4.228990459363084e-25)

DL02_POWER_BACKFEED_KEPCO_LITE has 57 outliers

DL01_POWER_RECEIVED_KPX

numerical

Approximate Distinct Count	215
Approximate Unique (%)	69.8%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	119.2095
Minimum	-3678.84
Maximum	20265
Zeros	9
Zeros (%)	2.9%
Negatives	1
Negatives (%)	0.3%

DL01_POWER_RECEIVED_KPX is skewed right (γ1 = 16.4791)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-3678.84
5-th Percentile	10.326
Q1	58.86
Median	70.08
Q3	81.93
95-th Percentile	100.86
Maximum	20265
Range	23943.84
IQR	23.07

Descriptive Statistics

Mean	119.2095
Standard Deviation	1171.5318
Variance	1.3725e+06
Sum	36716.52
Skewness	16.4791
Kurtosis	283.1167
Coefficient of Variation	9.8275

DL01_POWER_RECEIVED_KPX is not normally distributed (p-value 4.231397720797661e-25)

DL01_POWER_RECEIVED_KPX has 32 outliers

DL01_POWER_BACKFEED_KPX

numerical

Approximate Distinct Count	102
Approximate Unique (%)	33.1%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	8.2874
Minimum	-3435.6
Maximum	1315.32
Zeros	200
Zeros (%)	64.1%
Negatives	2
Negatives (%)	0.6%

DL01_POWER_BACKFEED_KPX is skewed left (γ1 = -13.1945)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-3435.6
5-th Percentile	0
Q1	0
Median	0
Q3	22.53
95-th Percentile	82.998
Maximum	1315.32
Range	4750.92
IQR	22.53

Descriptive Statistics

Mean	8.2874
Standard Deviation	212.116
Variance	44993.2073
Sum	2552.52
Skewness	-13.1945
Kurtosis	228.7917
Coefficient of Variation	25.595

DL01_POWER_BACKFEED_KPX is not normally distributed (p-value 4.981484440900153e-25)

DL01_POWER_BACKFEED_KPX has 35 outliers

DL02_POWER_RECEIVED_KPX

numerical

Approximate Distinct Count	272
Approximate Unique (%)	88.3%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	2260.7151
Minimum	-0.24
Maximum	25062.6
Zeros	16
Zeros (%)	5.1%
Negatives	1
Negatives (%)	0.3%

DL02_POWER_RECEIVED_KPX is skewed right (γ1 = 1.882)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-0.24
5-th Percentile	0
Q1	86.91
Median	113.1
Q3	5047.2
95-th Percentile	5535.636
Maximum	25062.6
Range	25062.84
IQR	4960.29

Descriptive Statistics

Mean	2260.7151
Standard Deviation	2838.9704
Variance	8.0598e+06
Sum	696300.24
Skewness	1.882
Kurtosis	11.2925
Coefficient of Variation	1.2558

DL02_POWER_RECEIVED_KPX is not normally distributed (p-value 2.712840992872965e-21)

DL02_POWER_RECEIVED_KPX has 1 outliers

DL02_POWER_BACKFEED_KPX

numerical

Approximate Distinct Count	139
Approximate Unique (%)	45.1%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	2058.7991
Minimum	0
Maximum	6383.16
Zeros	96
Zeros (%)	30.8%
Negatives	0
Negatives (%)	0.0%

DL02_POWER_BACKFEED_KPX is skewed right (γ1 = 0.3577)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	66
Q3	4906.32
95-th Percentile	5108.898
Maximum	6383.16
Range	6383.16
IQR	4906.32

Descriptive Statistics

Mean	2058.7991
Standard Deviation	2424.9683
Variance	5.8805e+06
Sum	634110.12
Skewness	0.3577
Kurtosis	-1.85
Coefficient of Variation	1.1779

DL02_POWER_BACKFEED_KPX is not normally distributed (p-value 7.266937881174869e-23)

DL01_POWER_RECEIVED_KEPCO

numerical

Approximate Distinct Count	262
Approximate Unique (%)	85.1%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	353.8087
Minimum	0
Maximum	88789.8
Zeros	8
Zeros (%)	2.6%
Negatives	0
Negatives (%)	0.0%

DL01_POWER_RECEIVED_KEPCO is skewed right (γ1 = 17.4637)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	15.822
Q1	59.235
Median	70.35
Q3	81.825
95-th Percentile	99.972
Maximum	88789.8
Range	88789.8
IQR	22.59

Descriptive Statistics

Mean	353.8087
Standard Deviation	5055.5839
Variance	2.5559e+07
Sum	108973.08
Skewness	17.4637
Kurtosis	302.9883
Coefficient of Variation	14.289

DL01_POWER_RECEIVED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)

DL01_POWER_RECEIVED_KEPCO has 31 outliers

DL02_POWER_RECEIVED_KEPCO

numerical

Approximate Distinct Count	253
Approximate Unique (%)	82.1%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	288.5412
Minimum	0
Maximum	67071.54
Zeros	31
Zeros (%)	9.9%
Negatives	0
Negatives (%)	0.0%

DL02_POWER_RECEIVED_KEPCO is skewed right (γ1 = 17.4618)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	43.635
Median	81.6
Q3	95.205
95-th Percentile	122.82
Maximum	67071.54
Range	67071.54
IQR	51.57

Descriptive Statistics

Mean	288.5412
Standard Deviation	3817.8905
Variance	1.4576e+07
Sum	88870.68
Skewness	17.4618
Kurtosis	302.9453
Coefficient of Variation	13.2317

DL02_POWER_RECEIVED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)

DL02_POWER_RECEIVED_KEPCO has 1 outliers

POWER_RECEIVED_KEPCO

numerical

Approximate Distinct Count	288
Approximate Unique (%)	93.5%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	642.3493
Minimum	4.98
Maximum	155861.34
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

POWER_RECEIVED_KEPCO is skewed right (γ1 = 17.4638)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	4.98
5-th Percentile	61.416
Q1	107.4
Median	145.41
Q3	166.8
95-th Percentile	195.972
Maximum	155861.34
Range	155856.36
IQR	59.4

Descriptive Statistics

Mean	642.3493
Standard Deviation	8873.3283
Variance	7.8736e+07
Sum	197843.58
Skewness	17.4638
Kurtosis	302.99
Coefficient of Variation	13.8139

POWER_RECEIVED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)

POWER_RECEIVED_KEPCO has 3 outliers

DL01_BACKFEED_KEPCO

numerical

Approximate Distinct Count	102
Approximate Unique (%)	33.1%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	147.847
Minimum	0
Maximum	40863.72
Zeros	201
Zeros (%)	64.4%
Negatives	0
Negatives (%)	0.0%

DL01_BACKFEED_KEPCO is skewed right (γ1 = 17.4607)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	22.62
95-th Percentile	83.7
Maximum	40863.72
Range	40863.72
IQR	22.62

Descriptive Statistics

Mean	147.847
Standard Deviation	2327.7196
Variance	5.4183e+06
Sum	45536.89
Skewness	17.4607
Kurtosis	302.9189
Coefficient of Variation	15.7441

DL01_BACKFEED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)

DL01_BACKFEED_KEPCO has 34 outliers

DL02_BACKFEED_KEPCO

numerical

Approximate Distinct Count	117
Approximate Unique (%)	38.0%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	235.7758
Minimum	0
Maximum	66416.4
Zeros	187
Zeros (%)	59.9%
Negatives	0
Negatives (%)	0.0%

DL02_BACKFEED_KEPCO is skewed right (γ1 = 17.4626)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	0
Q3	40.5
95-th Percentile	90.114
Maximum	66416.4
Range	66416.4
IQR	40.5

Descriptive Statistics

Mean	235.7758
Standard Deviation	3783.4009
Variance	1.4314e+07
Sum	72618.96
Skewness	17.4626
Kurtosis	302.9623
Coefficient of Variation	16.0466

DL02_BACKFEED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)

DL02_BACKFEED_KEPCO has 7 outliers

POWER_BACKFEED_KEPCO

numerical

Approximate Distinct Count	161
Approximate Unique (%)	52.3%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	383.6229
Minimum	0
Maximum	107280.12
Zeros	135
Zeros (%)	43.3%
Negatives	0
Negatives (%)	0.0%

POWER_BACKFEED_KEPCO is skewed right (γ1 = 17.4632)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	0
5-th Percentile	0
Q1	0
Median	17.1948
Q3	66
95-th Percentile	114.156
Maximum	107280.12
Range	107280.12
IQR	66

Descriptive Statistics

Mean	383.6229
Standard Deviation	6110.971
Variance	3.7344e+07
Sum	118155.85
Skewness	17.4632
Kurtosis	302.9757
Coefficient of Variation	15.9296

POWER_BACKFEED_KEPCO is not normally distributed (p-value 4.228990459363084e-25)

POWER_BACKFEED_KEPCO has 1 outliers

AUX_POWER_CONSUMPTION

numerical

Approximate Distinct Count	266
Approximate Unique (%)	86.4%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	83.3908
Minimum	2.13
Maximum	23705.487
Zeros	0
Zeros (%)	0.0%
Negatives	0
Negatives (%)	0.0%

AUX_POWER_CONSUMPTION is skewed right (γ1 = 17.4643)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	2.13
5-th Percentile	4.4115
Q1	5.898
Median	6.298
Q3	6.921
95-th Percentile	8.9355
Maximum	23705.487
Range	23703.357
IQR	1.023

Descriptive Statistics

Mean	83.3908
Standard Deviation	1350.3788
Variance	1.8235e+06
Sum	25684.358
Skewness	17.4643
Kurtosis	303.0027
Coefficient of Variation	16.1934

AUX_POWER_CONSUMPTION is not normally distributed (p-value 4.228990459363084e-25)

AUX_POWER_CONSUMPTION has 35 outliers

RECEIVED_POWER_PEAK_MID

numerical

Approximate Distinct Count	47
Approximate Unique (%)	15.3%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	0.3496
Minimum	-24.49
Maximum	20.388
Zeros	259
Zeros (%)	83.0%
Negatives	6
Negatives (%)	1.9%

RECEIVED_POWER_PEAK_MID is skewed right (γ1 = 1.363)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-24.49
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	1.8322
Maximum	20.388
Range	44.878
IQR	0

Descriptive Statistics

Mean	0.3496
Standard Deviation	3.0564
Variance	9.3416
Sum	107.69
Skewness	1.363
Kurtosis	35.2925
Coefficient of Variation	8.7415

RECEIVED_POWER_PEAK_MID is not normally distributed (p-value 4.568477842390562e-25)

RECEIVED_POWER_PEAK_MID has 49 outliers

RECEIVED_POWER_PEAK_MAX

numerical

Approximate Distinct Count	46
Approximate Unique (%)	14.9%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	0.3039
Minimum	-23.64
Maximum	19.512
Zeros	263
Zeros (%)	84.3%
Negatives	6
Negatives (%)	1.9%

RECEIVED_POWER_PEAK_MAX is skewed right (γ1 = 0.9832)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-23.64
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	1.1433
Maximum	19.512
Range	43.152
IQR	0

Descriptive Statistics

Mean	0.3039
Standard Deviation	3.0361
Variance	9.2182
Sum	93.614
Skewness	0.9832
Kurtosis	30.8529
Coefficient of Variation	9.9892

RECEIVED_POWER_PEAK_MAX is not normally distributed (p-value 4.632950582822428e-25)

RECEIVED_POWER_PEAK_MAX has 45 outliers

RECEIVED_POWER_PEAK_LITE

numerical

Approximate Distinct Count	41
Approximate Unique (%)	13.3%
Missing	4
Missing (%)	1.3%
Infinite	0
Infinite (%)	0.0%
Memory Size	4.8 KB
Mean	0.1935
Minimum	-20.2
Maximum	18.216
Zeros	267
Zeros (%)	85.6%
Negatives	6
Negatives (%)	1.9%

RECEIVED_POWER_PEAK_LITE is skewed right (γ1 = 2.1913)

Stats KDE Plot Normal Q-Q Plot Box Plot

Quantile Statistics

Minimum	-20.2
5-th Percentile	0
Q1	0
Median	0
Q3	0
95-th Percentile	0.7244
Maximum	18.216
Range	38.416
IQR	0

Descriptive Statistics

Mean	0.1935
Standard Deviation	2.1708
Variance	4.7125
Sum	59.594
Skewness	2.1913
Kurtosis	61.0951
Coefficient of Variation	11.2195

RECEIVED_POWER_PEAK_LITE is not normally distributed (p-value 4.59390419944289e-25)

RECEIVED_POWER_PEAK_LITE has 41 outliers

REG_DT

datetime

Distinct Count	130.1291
Approximate Unique (%)	53.3%
Missing	68
Missing (%)	21.8%
Memory Size	2.6 KB
Minimum	2020-04-23 14:36:16
Maximum	2021-01-06 09:03:43

Stats

REG_USER

categorical

Approximate Distinct Count	2
Approximate Unique (%)	0.8%
Missing	68
Missing (%)	21.8%
Memory Size	17.4 KB

Stats Pie Chart Word Cloud Word Frequency Word Length

Length

Mean	7.9262
Standard Deviation	3.4597
Median	5
Minimum	5
Maximum	12

Sample

1st row	admin
2nd row	admin
3rd row	admin
4th row	admin
5th row	admin

Letter

Count	1934
Lowercase Letter	1730
Space Separator	0
Uppercase Letter	204
Dash Punctuation	0
Decimal Number	0

The top 2 categories (admin, DataUploader) take over 50.0%

Interactions

Correlations

Pearson Spearman KendallTau

Missing Values

Bar Chart Spectrum Heat Map Dendrogram